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Why Machines Learn: The Elegant Maths Behind Modern AI
Brought to you by Penguin. Machine-learning systems are making life-altering decisions for us: approving mortgage loans, determining whether a tumour is cancerous, or deciding whether someone gets bail. They now influence discoveries in chemistry, biology and physics - the study of genomes, extra-solar planets, even the intricacies of quantum systems. We are living through a revolution in artificial intelligence that is not slowing down. This major shift is based on simple mathematics, some of which goes back centuries: linear algebra and calculus, the stuff of eighteenth-century mathematics. Indeed by the mid-1850s, a lot of the groundwork was all done. It took the development of computer science and the kindling of 1990s computer chips designed for video games to ignite the explosion of AI that we see all around us today. In this enlightening book, Anil Ananthaswamy explains the fundamental maths behind AI, which suggests that the basics of natural and artificial intelligence might follow the same mathematical rules. As Ananthaswamy resonantly concludes, to make the most of our most wondrous technologies we need to understand their profound limitations - the clues lie in the maths that makes AI possible. ©2024 Anil Ananthaswamy (P)2024 Penguin Audio
Anil Ananthaswamy (Author), TBD (Narrator)
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Through Two Doors at Once: The Elegant Experiment That Captures the Enigma of Our Quantum Reality
The intellectual adventure story of the 'double-slit' experiment, showing how a sunbeam split into two paths first challenged our understanding of light and then the nature of reality itself--and continues to almost 200 years later. Many of science's greatest minds have grappled with the simple yet elusive 'double-slit' experiment. Thomas Young devised it in the early 1800s to show that light behaves like a wave, and in doing so opposed Isaac Newton. Nearly a century later, Albert Einstein showed that light comes in quanta, or particles, and the experiment became key to a fierce debate between Einstein and Niels Bohr over the nature of reality. Richard Feynman held that the double slit embodies the central mystery of the quantum world. Decade after decade, hypothesis after hypothesis, scientists have returned to this ingenious experiment to help them answer deeper and deeper questions about the fabric of the universe. How can a single particle behave both like a particle and a wave? Does a particle exist before we look at it, or does the very act of looking create reality? Are there hidden aspects to reality missing from the orthodox view of quantum physics? Is there a place where the quantum world ends and the familiar classical world of our daily lives begins, and if so, can we find it? And if there's no such place, then does the universe split into two each time a particle goes through the double slit? With his extraordinarily gifted eloquence, Anil Ananthaswamy travels around the world and through history, down to the smallest scales of physical reality we have yet fathomed. Through Two Doors at Once is the most fantastic voyage you can take.
Anil Ananthaswamy (Author), Rene Ruiz, René Ruiz (Narrator)
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Man Who Wasn't There: Investigations into the Strange New Science of the Self
*Nominated for the 2016 PEN/E.O. Wilson Literary Science Writing Award* *An NBC News Notable Science Book of 2015* *Named one of Publishers Weekly's Best Books of 2015* *A Book of the Month for Brain HQ/Posit Science* *Selected by Forbes as a Must Read Brain Book of 2015* *On Life Changes Network"s list of the Top 10 Books That Could Change Your Life of 2015* In the tradition of Oliver Sacks, a tour of the latest neuroscience of schizophrenia, autism, Alzheimer"s disease, ecstatic epilepsy, Cotard"s syndrome, out-of-body experiences, and other disorders-revealing the awesome power of the human sense of self from a master of science journalism. Anil Ananthaswamy"s extensive in-depth interviews venture into the lives of individuals who offer perspectives that will change how you think about who you are. These individuals all lost some part of what we think of as our self, but they then offer remarkable, sometimes heart-wrenching insights into what remains. One man cut off his own leg. Another became one with the universe. We are learning about the self at a level of detail that Descartes ("I think therefore I am") could never have imagined. Recent research into Alzheimer"s illuminates how memory creates your narrative self by using the same part of your brain for your past as for your future. But wait, those afflicted with Cotard"s syndrome think they are already dead; in a way, they believe that "I think therefore I am not." Who-or what-can say that? Neuroscience has identified specific regions of the brain that, when they misfire, can cause the self to move back and forth between the body and a doppelgänger, or to leave the body entirely. So where in the brain, or mind, or body, is the self actually located? As Ananthaswamy elegantly reports, neuroscientists themselves now see that the elusive sense of self is both everywhere and nowhere in the human brain. From the Hardcover edition.
Anil Ananthaswamy (Author), René Ruiz (Narrator)
Audiobook
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